Sentiment Analysis

The Impact of Highlighting Subjective Language on Perceived News Trustworthiness EACL 2026 Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language EACL 2026 Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025) EACL 2026 Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models SemEval 2026 transformer_1376 at SemEval-2026 Task 9: A Multi-Stage Pipeline with Calibrated Ensembles and Lexical Post-Processing for Online Polarization Detection in Bengali SemEval 2026 UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization SemEval 2026 UNED at SemEval-2026 Task 9: Sentiment-Aware Transformer Models with Back-Translation Augmentation for Online polarisation Detection SemEval 2026 UNF-BMI at SemEval-2026 Task 3: Research Domain Criteria-Guided Large Language Models for Dimensional Aspect-Based Sentiment Analysis SemEval 2026 ViGoEmotions: A Benchmark Dataset For Fine-grained Emotion Detection on Vietnamese Texts EACL 2026 Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026 YangSteam at SemEval-2026 Task 3: Transformer-Based Aspect-Aware Regression for Dimensional Sentiment and Stance Analysis SemEval 2026 YNU-ABSA at SemEval-2026 Task 3: A Unified Pipeline for Continuous and Structured Dimensional ABSA SemEval 2026 YNU-HPCC at SemEval-2026 Task 2: Contrastive Calibration and Temporal Modeling for Continuous Valence-Arousal Prediction SemEval 2026 1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 A Comprehensive Survey of Contemporary Arabic Sentiment Analysis: Methods, Challenges, and Future Directions NAACL 2025 A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025 A Dual Contrastive Learning Framework for Enhanced Hate Speech Detection in Low-Resource Languages COLING 2025 Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025 Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025 AffectGPT: A New Dataset, Model, and Benchmark for Emotion Understanding with Multimodal Large Language Models ICML 2025 AI and Climate Change Discourse: What Opinions Do Large Language Models Present? ACL 2025 Akan Cinematic Emotions (ACE): A Multimodal Multi-party Dataset for Emotion Recognition in Movie Dialogues ACL 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025